This implies that genetic studies that demonstrated a relationship between statin therapy and BMI/T2DM through HMGCR variants as a proxy might be incorrect23 as they studied the SNPs in isolation while ignoring their regional context24. This evidence concerns the gene HMGCR and type 2 diabetes mellitus.